Sentence recognition using artificial neural networks

Authors:
Maciej Majewski;Jacek M. Zurada
Affiliations:
Faculty of Mechanical Engineering, Koszalin University of Technology, Raclawicka 15-17, 75-620 Koszalin, Poland;Electrical and Computer Engineering Department, University of Louisville, 405 Lutz Hall, Louisville, KY 40292, USA
Venue:
Knowledge-Based Systems
Year:
2008

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Abstract

The paper describes an application of artificial neural networks (ANN) for natural language text reasoning. The task of knowledge discovery in text from a database, represented with a database file consisting of sentences with similar meanings but different lexico-grammatical patterns, was solved with ANNs which recognize the meaning of the text using training files with limited dictionary. The paper features recognition algorithms of text meaning from a selected source using 3-layer ANNs. Tests of the new method have also been described.